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FindingtheStochasticShortestPathwithLowRegret:TheAdversarialCostandUnknownTransitionCaseLiyuChen1HaipengLuo1Abstractendwithinafixednumberofstepsisextensivelystudiedinrecentyears(oftenknownasepisodi...
FindingRelevantInformationviaaDiscreteFourierExpansionMohsenHeidari1JithinK.Sreedharan2GilI.Shamir3WojciechSzpankowski1Abstractcapturenon-linearrelations(Grettonetal.,2005;Chenetal.,2017;Weietal.,2...
EfficientLotteryTicketFinding:LessDataisMoreZhenyuZhang1XuxiChen2TianlongChen2ZhangyangWang293CIFAR-1072CIFAR-1007045000Abstract924500024457684082491Thelotterytickethypothesis(LTH)(Frankle&90171203...
TheComplexityofFindingStationaryPointswithStochasticGradientDescentYoelDrori1OhadShamir12Abstractisnottominimizef(x)overx,butrather∇f(x).Thisquestionoffindingstationarypointshasgainedmoreatten-Wes...
SparsifiedLinearProgrammingforZero-SumEquilibriumFindingBrianHuZhang1TuomasSandholm1234Abstractgramming(LP)canbeusedtosolve—thatis,tofindaNashequilibriumin—imperfect-informationtwo-playerzero-sum...
FindingtrainablesparsenetworksthroughNeuralTangentTransferTianlinLiu12FriedemannZenke1Abstract2017).Tothisdate,mostofthestudiesonsparseartificialneuralnetworkshavefocusedonposthocpruning,wherebyDee...
ComplexityofFindingStationaryPointsofNonsmoothNonconvexFunctionsJingzhaoZhang1HongzhouLin1StefanieJegelka1SuvritSra1AliJadbabaie1AbstractTable1.Whentheproblemisnonconvexandnonsmooth,find-inga-stati...
FindingOptionsthatMinimizePlanningTimeYuuJinnai1DavidAbel1DEllisHershkowitz2MichaelL.Littman1GeorgeKonidaris1AbstractBarto,2009;Bacon,2013;Moradietal.,2012),findingre-peatedpolicyfragments(Pickett&...
FindingMixedNashEquilibriaofGenerativeAdversarialNetworksYa-PingHsieh1ChenLiu1VolkanCevher1Abstract2016).Indeed,thestochasticgradientdescent(SGD),alongwithitsvariants,remainthemethodofchoicefortrai...
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